Enhancing Wi-Fi Signal Performance via Strategic Access Point Placement using Genetic Algorithm Approach

R Raman, V Kumar, BG Pillai… - … Conference on Data …, 2024 - ieeexplore.ieee.org
In this study, we tackle the challenge of optimizing Wi-Fi signal performance through
strategic access point (AP) placement, employing genetic algorithms (GAs) to address the …

The optimal deployment of Wi-Fi wireless access points using the genetic algorithm

CS Wang, LF Kao - 2012 Sixth international conference on …, 2012 - ieeexplore.ieee.org
The purpose of Wi-Fi access point (AP) deployment is for users to receive ubiquitous
communication quality. Therefore, developing methods for APs to achieve specific levels of …

Global and local optimization of Wi-Fi access points

RK Madan, V Chandrasekhar, A Goldsmith… - US Patent …, 2015 - Google Patents
Wi-Fi networks are increasingly used for high-speed wire less connectivity in the home,
office, and in public hotspots. Wi-Fi networks are designed based on the family of IEEE …

Link-aware AP selection for improving Wi-Fi quality

H Kim, W Lee, M Bae, H Kim… - 2014 IEEE 22nd …, 2014 - ieeexplore.ieee.org
The demand of mobile traffic increases tremendously as various Internet services are
provided to mobile phones and computing devices, making mobile carriers to increase …

Modeling and solving AP location and frequency assignment for maximizing access efficiency in Wi-Fi networks

S Bosio, D Yuan - arXiv preprint arXiv:1101.5027, 2011 - arxiv.org
In this paper, we present optimization approaches for Access Point (AP) location and
frequency assignment, two major planning tasks in deploying Wi-Fi networks. Since APs are …

Predictive Wi-Fi Network Selection: Enhancing User Experience through a Machine Learning-based Approach

V Akash, SM Howale, AJ Gupta… - 2023 4th IEEE …, 2023 - ieeexplore.ieee.org
With the increasing use of Wi-Fi in our devices at home and in offices, etc. it's imperative to
connect to an AP which provides seamless and smooth performance. This research paper …

[PDF][PDF] Optimizing Wi-Fi RSSI and Channel Assignments Using a Genetic Algorithm for Wi-Fi Tuning

S Kamdee, A Apavatjrut - ECTI Transactions on Electrical …, 2021 - scholar.archive.org
In this work, we propose a genetic algorithm-based Wi-Fi-tuning platform to facilitate network
administrators in coping with the co-channel interference triggered by other wireless …

Quality of service oriented access point selection framework for large Wi-Fi networks

A Raschella, F Bouhafs… - … on Network and …, 2017 - ieeexplore.ieee.org
This paper addresses the problem of access point (AP) selection in large Wi-Fi networks.
Unlike current solutions that rely on received signal strength to determine the best AP that …

Optimization of Wi-Fi access point placement in an indoor environment

A Chariete, V Guillet, JY Thiriet - 2016 13th International …, 2016 - ieeexplore.ieee.org
In this paper, we propose an optimization approach for designing WLAN networks in an
Indoor environment. This approach integrates all relevant parameters to find the optimal …

Multi-factor dynamic channel assignment approach for Wi-Fi networks

L Ribeiro, E Souto, LB Becker - 2018 IEEE Symposium on …, 2018 - ieeexplore.ieee.org
The continuous growth of IoT devices that use the 2.4 GHz radio spectrum has motivated
research about spectrum occupancy, mainly the dynamic assignment optimization problem …